Upload Date | August 16 2024 11:56 PM |
Views | 10 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | Qualcomm Snapdragon 865 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Samsung Galaxy S20 5G |
Model ID | samsung SM-G981W |
Motherboard | kona |
Governor | schedutil |
CPU Information | |
---|---|
Name | ARM Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3341 revision 0 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 2.84 GHz |
Memory Information | |
---|---|
Size | 10.35 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
164
30.5 IPS |
|
Image Classification (HP)
|
100% |
169
31.4 IPS |
|
Image Classification (Q)
|
100% |
440
81.8 IPS |
|
Image Segmentation (SP)
|
100% |
172
2.80 IPS |
|
Image Segmentation (HP)
|
100% |
184
2.99 IPS |
|
Image Segmentation (Q)
|
98% |
523
8.50 IPS |
|
Pose Estimation (SP)
|
100% |
619
0.72 IPS |
|
Pose Estimation (HP)
|
100% |
615
0.72 IPS |
|
Pose Estimation (Q)
|
84% |
1076
1.28 IPS |
|
Object Detection (SP)
|
100% |
165
13.1 IPS |
|
Object Detection (HP)
|
100% |
161
12.8 IPS |
|
Object Detection (Q)
|
87% |
450
36.2 IPS |
|
Face Detection (SP)
|
100% |
359
4.26 IPS |
|
Face Detection (HP)
|
100% |
361
4.29 IPS |
|
Face Detection (Q)
|
95% |
821
9.80 IPS |
|
Depth Estimation (SP)
|
100% |
519
4.00 IPS |
|
Depth Estimation (HP)
|
100% |
524
4.04 IPS |
|
Depth Estimation (Q)
|
75% |
1125
9.12 IPS |
|
Style Transfer (SP)
|
89% |
1089
1.41 IPS |
|
Style Transfer (HP)
|
89% |
1091
1.42 IPS |
|
Style Transfer (Q)
|
98% |
2430
3.13 IPS |
|
Image Super-Resolution (SP)
|
100% |
304
11.2 IPS |
|
Image Super-Resolution (HP)
|
100% |
303
11.2 IPS |
|
Image Super-Resolution (Q)
|
97% |
613
22.7 IPS |
|
Text Classification (SP)
|
100% |
161
215.1 IPS |
|
Text Classification (HP)
|
100% |
159
212.3 IPS |
|
Text Classification (Q)
|
88% |
264
355.9 IPS |
|
Machine Translation (SP)
|
100% |
241
4.15 IPS |
|
Machine Translation (HP)
|
100% |
239
4.12 IPS |
|
Machine Translation (Q)
|
50% |
155
5.49 IPS |